cli/jobs/finetuning/standalone/model-as-a-platform/chat-completion/chat-completion-finetuning-amlcompute.yaml

type: finetuning

name: "Phi-3-mini-4k-instruct-with-amlcompute"
experiment_name: "Phi-3-mini-4k-instruct-finetuning-experiment"
display_name: "Phi-3-mini-4k-instruct-display-name"
task: chat_completion
model_provider: custom
model: 
  path: "azureml://registries/azureml/models/Phi-3-mini-4k-instruct/versions/14"
  type: mlflow_model
compute: "lowpri-a100"
training_data: train.jsonl
validation_data:
  path: validation.jsonl
  type: uri_file
hyperparameters:
  num_train_epochs: "1"
  per_device_train_batch_size: "1"
  learning_rate: "0.00002"
properties:
  my_property: "my_value"
tags:
  foo_tag: "bar"
outputs:
  registered_model:
    name: "Phi-3-mini-4k-instruct-finetuned-model"
    type: mlflow_model